Best Shadow AI Detection Tools for GitHub Copilot
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Compare the Top Shadow AI Detection Tools that integrate with GitHub Copilot as of June 2026
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This a list of Shadow AI Detection tools that integrate with GitHub Copilot. Use the filters on the left to add additional filters for products that have integrations with GitHub Copilot. View the products that work with GitHub Copilot in the table below.
What are Shadow AI Detection Tools for GitHub Copilot?
Shadow AI detection tools help organizations identify and manage unauthorized or “shadow” AI usage that occurs outside of approved systems and governance controls. They scan network traffic, app logs, and user behavior to detect when employees are accessing or interacting with AI services that aren’t sanctioned by IT or compliance teams. The software often includes alerts, dashboards, and risk scoring to highlight unapproved AI tools, usage patterns, and potential data exposure. Many solutions integrate with identity management, security monitoring, and policy enforcement systems to block or remediate risky AI activity. By uncovering hidden AI usage and enforcing governance, shadow AI detection tools help protect data integrity, reduce compliance risk, and maintain control over enterprise AI adoption. Compare and read user reviews of the best Shadow AI Detection tools for GitHub Copilot currently available using the table below. This list is updated regularly.
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Prompt Security
SentinelOne
Prompt Security enables enterprises to benefit from the adoption of Generative AI while protecting from the full range of risks to their applications, employees and customers. At every touchpoint of Generative AI in an organization — from AI tools used by employees to GenAI integrations in customer-facing products — Prompt inspects each prompt and model response to prevent the exposure of sensitive data, block harmful content, and secure against GenAI-specific attacks. The solution also provides leadership of enterprises with complete visibility and governance over the AI tools used within their organization. -
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Acuvity
Acuvity
Acuvity is the most comprehensive AI security and governance platform for your employees and applications. DevSecOps implements AI security without code changes and devs can focus on AI Innovation. Pluggable AI security results in completeness of coverage, without old libraries or insufficient coverage. Optimize costs by efficiently using GPUs only for LLM models. Full visibility into all GenAI models, apps, plugins, and services that your teams are using and exploring. Granular observability into all GenAI interactions with comprehensive logging and an audit trail of inputs and outputs. AI usage in enterprises requires a specialized security framework that is able to address new AI risk vectors and comply with emerging AI regulations. Employees can use AI confidently, without risking exposing confidential data. Legal would like to ensure there are no copyright, or regulatory issues while using AI-generated content. -
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Aurascape
Aurascape
Aurascape is an AI-native security platform designed to help businesses innovate securely in the age of AI. It provides comprehensive visibility into AI application interactions, safeguarding against data loss and AI-driven threats. Key features include monitoring AI activities across numerous applications, protecting sensitive data to ensure compliance, defending against zero-day threats, facilitating secure deployment of AI copilots, enforcing coding assistant guardrails, and automating AI security workflows. Aurascape's mission is to enable organizations to adopt AI technologies confidently while maintaining robust security measures. AI applications interact in fundamentally new ways. Communications are dynamic, real-time, and autonomous. Prevent new threats, protect data with unprecedented precision, and keep teams productive. Monitor unsanctioned app usage, risky authentication, and unsafe data sharing.
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